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bangla-para-v3-480000 – AI Model by mHossain | AlphaNeural AI
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mHossain
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bangla-para-v3-480000
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transformers
pytorch
tensorboard
t5
text2text-generation
generated_from_trainer
text-generation-inference
endpoints_compatible
us
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bangla-para-v3-480000
This model is a fine-tuned version of
mHossain/bangla-para-v3-450000
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.1055
Rouge1: 0.0
Rouge2: 0.0
Rougel: 0.0
Rougelsum: 0.0
Gen Len: 11.8703
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 5000
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
Gen Len
1.2716
1.0
1688
1.1093
0.0
0.0
0.0
0.0
11.8683
1.2611
2.0
3376
1.1055
0.0
0.0
0.0
0.0
11.8703
Framework versions
Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3
